{"id":3494,"date":"2019-04-04T13:50:56","date_gmt":"2019-04-04T13:50:56","guid":{"rendered":"http:\/\/www.tennisabstract.com\/blog\/?p=3494"},"modified":"2019-04-04T13:50:56","modified_gmt":"2019-04-04T13:50:56","slug":"forecasting-future-felix-with-atp-aging-patterns","status":"publish","type":"post","link":"https:\/\/www.tennisabstract.com\/blog\/2019\/04\/04\/forecasting-future-felix-with-atp-aging-patterns\/","title":{"rendered":"Forecasting Future Felix With ATP Aging Patterns"},"content":{"rendered":"\n

Italian translation at settesei.it<\/a><\/p>\n\n\n\n

It’s been an exceptional six weeks for Felix Auger-Aliassime<\/a>. He broke into the top 100 with a runner-up performance on clay in Rio de Janeiro, won two matches each at Sao Paulo and Indian Wells (including an upset of Stefanos Tsitsipas<\/a>), and raced to a semi-final at the Miami Masters, the youngest player ever to make the final four of that event. Four months away from his 19th birthday, his ranking is up to 33rd in the world, and he has few points to defend until June.<\/p>\n\n\n\n

Felix is the youngest man in the top 100, and he’s reaching milestones early enough to draw comparisons with some of the best young players in the sport’s history. Will he follow in the footsteps of past wunderkinds such as Rafael Nadal<\/a> and Lleyton Hewitt<\/a>? To answer that question, let’s take a look at typical ATP aging patterns, what they say about when players hit their peaks, and what they can show us about the fate of the best 18 year olds.<\/p>\n\n\n\n

The standard curve<\/strong><\/p>\n\n\n\n

Last week, I looked at WTA aging curves<\/a> and found that women tend to peak around age 23 or 24, an age that has not changed even as the sport has gotten older. I also discovered that there is a surprisingly modest gap–about 70 Elo points–between 18-year-old performance and a woman’s peak level. The men’s results are different.<\/p>\n\n\n\n

To calculate the average ATP aging curve, I found over 700 players who were born between 1960 and 1989 and played at least 20 tour-level, tour qualifying, or challenger-level matches in each of five seasons. Overall, peak age was 25, though the difference from age 24 to 27 is only a few Elo points, so small as to be negligible. <\/p>\n\n\n\n

As the tour has gotten older, the men’s peak age has also increased. Of the nearly 300 players born between 1980 and 1989, peak age is 26-27, with ages 28 and 29 also within 10 Elo points of the age 26-27 peak. Plenty of players are peaking at older ages, and many of those who aren’t are remaining close to their best levels into their late twenties. The peak age could be even higher still–a few of the players in the 1980-89 cohort turn 30 this year, and could conceivably still improve on their career bests.<\/p>\n\n\n\n

The following graph shows the trajectory of the average player (with peak year-end Elo set to 1,850) born in the 1960s and the pattern of the average player born in the 1980s:<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

It’s a long ascent from the performance level at age 18 to the typical peak, especially for more recent players. There’s even a hefty bit of selection bias that should inflate<\/em> the level of 18 year olds, since only about 10% of the players in the overall sample qualified for a year-end Elo rating when they were 18. The ones who did were, in general, the best of the bunch.<\/p>\n\n\n\n

Felix forward<\/strong><\/p>\n\n\n\n

Through the Miami semi-final, Auger-Aliassime’s Elo rating is 1,848. The average player in the entire dataset who played at least 20 matches in their age-18 season went on to add another 281 Elo points to their rating between the end of their age-18 season and their peak. In the narrower, more recent cohort of 1980-89 births, the players with year-end ratings as 18 year olds improved their Elos by a whopping 369 points before reaching their peaks.<\/p>\n\n\n\n

Adding either of those numbers to Felix’s current rating gives us quite the rosy forecast:<\/p>\n\n\n\n

Cohort   Current  Increase  Proj. Peak  \n1960-89     1848       281        2129  \n1980-89     1848       369        2217<\/pre>\n\n\n\n
There’s a bit of slight of hand in how I’m doing this, since my study uses players’ year-end ratings, and I’m using Felix’s rating in April. However, there’s no natural law that says one artificial 12-month span is better than another, and Felix’s current age of 18.6 is roughly in the middle of the ages of the year-end 18-year-olds with whom I’m comparing him.<\/i><\/p>\n\n\n\n
An Elo rating of 2,129 would be good enough for fourth place on the current list<\/a>, behind only the big three. The rating of 2,217 is better than any of the big three can boast at the moment, and would be the fourth-best peak<\/em> year-end rating among active players, again trailing only the big three. (And Andy Murray<\/a>, if you consider him active.) Only 15 Open era players have managed year-end Elo peaks above 2,217.<\/p>\n\n\n\n
No comparisons<\/strong><\/p>\n\n\n\n
It’s tough to say whether this method, of finding the typical difference between 18-year-old and peak Elo ratings, is adequate to handle the extremes. Some players peak earlier than average, and it stands to reason that the best young talents are more likely to do so. Boris Becker<\/a> posted a whopping 2,212 Elo rating at the end of his age-18 season, which didn’t leave much room for improvement. He gained another 90 points before the end of his age-19 season, which was his career best.<\/p>\n\n\n\n
Becker’s career path is not particularly helpful to our effort to forecast Felix’s, in part because the German was so unique, and also because his experience reflects such a different era. But even among less unique players, there are few useful comparables. No one born since 1987 managed a better age-18 Elo rating than Felix’s 1,848, and only a handful of active or recently-retired players even reached 1,750 by that age. <\/p>\n\n\n\n
Lacking the data for a more precise approach, let’s repeat what I did for Bianca Andreescu<\/a> last week, and see how the nearest 18-year-old comparisons fared. Of the players whose age-18 year-end Elos were closest to Felix’s 1,848, here are the 10 above him and the 10 below him on the list:<\/p>\n\n\n\n
Player               BirthYr  18yo Elo  Incr  Peak Elo  \nStefan Edberg           1966      1916   350      2266  \nJohn Mcenroe            1959      1912   496      2408  \nGuillermo Coria         1982      1909   145      2055  \nPat Cash                1965      1907   151      2058  \nG. Perez Roldan         1969      1884    41      1925  \nAndy Murray             1987      1878   465      2343  \nRoger Federer           1981      1871   487      2359  \nThomas Enqvist          1974      1865   216      2081  \nRafael Nadal            1986      1862   452      2314  \nJim Courier             1970      1849   283      2132  \n\u2026                                                       \nJimmy Brown             1965      1834     0      1834  \nAndy Roddick            1982      1815   291      2106  \nAaron Krickstein        1967      1812   246      2058  \nYannick Noah            1960      1812   299      2112  \nFabrice Santoro         1972      1805    85      1890  \nAndreas Vinciguerra     1981      1803    16      1819  \nNovak Djokovic          1987      1792   645      2436  \nSergi Bruguera          1971      1790   265      2055  \nThomas Muster           1967      1788   329      2117  \nDominik Hrbaty          1978      1779   133      1913<\/pre>\n\n\n\n
The average increase among this group is 270 Elo points, close to the overall average for players who qualified for a year-end Elo rating at age 18. The youngest members of this list are encouraging: the big four, Andy Roddick<\/a>, and Andreas Vinciguerra<\/a>. Most promising youngsters would happily take a two-in-three shot at having a career at the level of the big four.<\/p>\n\n\n\n
Perhaps the best comparison for Felix is a player who didn’t quite make that list, Alexander Zverev<\/a>. The 21-year-old German posted a year-end Elo of 1,768 as an 18 year old, and already boosted that number by more than 300 points at the end of his 2018 campaign. Zverev is only an approximate comparison, he’s just a single data point, and we don’t know where he’ll end up, but his experience is a decade more recent than those of Novak Djokovic<\/a>, Murray, and Nadal.<\/p>\n\n\n\n
Forecasting the career performance of young tennis players is an inexact science, at best. Potential outcomes for Auger-Aliassime range from teenage flameout to double-digit major winner. Based on the limited information he’s given us so far, the latter seems within reach. What we know for sure is that he’s playing better tennis than any 18 year old we’ve seen in a decade. If that’s not reason for optimism, I don’t know what is.<\/p>\n","protected":false},"excerpt":{"rendered":"
Italian translation at settesei.it It’s been an exceptional six weeks for Felix Auger-Aliassime. He broke into the top 100 with a runner-up performance on clay in Rio de Janeiro, won two matches each at Sao Paulo and Indian Wells (including an upset of Stefanos Tsitsipas), and raced to a semi-final at the Miami Masters, the … Continue reading Forecasting Future Felix With ATP Aging Patterns<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[5,32,40,86],"tags":[],"class_list":["post-3494","post","type-post","status-publish","format-standard","hentry","category-aging-trends","category-elo-ratings","category-forecasting","category-prospects"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts\/3494","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/comments?post=3494"}],"version-history":[{"count":0,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts\/3494\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/media?parent=3494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/categories?post=3494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/tags?post=3494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}